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Filtering by: Creator Jung, Seikyung Resource Type Research Paper

Collaborative filtering for digital libraries

Creator:

Oregon State University. Dept. of Computer Science, Herlocker, Jonathan Lee, Jung, Seikyung, and Webster, Janet G.

Abstract:

Can collaborative filtering be successfully applied to digital libraries in a manner that improves the effectiveness of the library? Collaborative filtering systems remove the limitation of traditional content-based search interfaces by using individuals to evaluate and recommend information. We introduce an approach where a digital library user specifies their need...

Resource Type:

Research Paper

Full Text:

Digital Libraries Jon Herlocker*, Seikyung Jung†, Janet Webster§ *Department of Computer Science
Identifying and minimizing the effects of malicious behavior in SERF

Creator:

Oregon State University. Dept. of Computer Science and Natarajan, Sandeep

Abstract:

Collaborative filtering (CF) algorithms are used in a wide range of internet applications. However the chief objective of using CF algorithms across most of these applications is to discover items that might be of interest to its users. CF algorithms work by obtaining feedback from users on the items that...

Resource Type:

Research Paper